Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 1539 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 184.5 KiB |
| Average record size in memory | 122.7 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 10 |
iclevel has constant value "Four or more years" | Constant |
instnm has a high cardinality: 1526 distinct values | High cardinality |
stabbr has a high cardinality: 54 distinct values | High cardinality |
admssn is highly correlated with enrlft and 1 other fields | High correlation |
enrlft is highly correlated with admssn and 1 other fields | High correlation |
enrlt is highly correlated with admssn and 1 other fields | High correlation |
instcat is highly correlated with iclevel | High correlation |
control is highly correlated with sector and 1 other fields | High correlation |
instsize is highly correlated with iclevel | High correlation |
sector is highly correlated with control and 1 other fields | High correlation |
alloncam is highly correlated with iclevel | High correlation |
locale is highly correlated with iclevel | High correlation |
iclevel is highly correlated with instcat and 7 other fields | High correlation |
stabbr is highly correlated with iclevel | High correlation |
c15basic is highly correlated with iclevel | High correlation |
instnm is uniformly distributed | Uniform |
unitid has unique values | Unique |
latitude has unique values | Unique |
applfeeu has 445 (28.9%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-27 21:51:11.902692 |
|---|---|
| Analysis finished | 2021-02-27 21:51:31.314916 |
| Duration | 19.41 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 1539 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193321.6407 |
|---|---|
| Minimum | 100654 |
| Maximum | 491057 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 100654 |
|---|---|
| 5-th percentile | 110713.1 |
| Q1 | 154292.5 |
| median | 188030 |
| Q3 | 215673 |
| 95-th percentile | 243465.2 |
| Maximum | 491057 |
| Range | 390403 |
| Interquartile range (IQR) | 61380.5 |
Descriptive statistics
| Standard deviation | 67928.81782 |
|---|---|
| Coefficient of variation (CV) | 0.3513772053 |
| Kurtosis | 8.078420319 |
| Mean | 193321.6407 |
| Median Absolute Deviation (MAD) | 30273 |
| Skewness | 2.481751279 |
| Sum | 297522005 |
| Variance | 4614324290 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 169983 | 1 | 0.1% |
| 166513 | 1 | 0.1% |
| 123554 | 1 | 0.1% |
| 148131 | 1 | 0.1% |
| 139940 | 1 | 0.1% |
| 127653 | 1 | 0.1% |
| 233426 | 1 | 0.1% |
| 189097 | 1 | 0.1% |
| 195243 | 1 | 0.1% |
| 454184 | 1 | 0.1% |
| Other values (1529) | 1529 |
| Value | Count | Frequency (%) |
| 100654 | 1 | |
| 100663 | 1 | |
| 100706 | 1 | |
| 100724 | 1 | |
| 100751 | 1 |
| Value | Count | Frequency (%) |
| 491057 | 1 | |
| 490805 | 1 | |
| 490513 | 1 | |
| 490504 | 1 | |
| 490319 | 1 |
| Distinct | 1526 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
| Westminster College | 3 |
|---|---|
| Union College | 3 |
| Marian University | 2 |
| Bethany College | 2 |
| Emmanuel College | 2 |
| Other values (1521) |
Length
| Max length | 75 |
|---|---|
| Median length | 24 |
| Mean length | 25.25276153 |
| Min length | 6 |
Characters and Unicode
| Total characters | 38864 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1515 ? |
|---|---|
| Unique (%) | 98.4% |
Sample
| 1st row | Alabama A & M University |
|---|---|
| 2nd row | University of Alabama at Birmingham |
| 3rd row | University of Alabama in Huntsville |
| 4th row | Alabama State University |
| 5th row | The University of Alabama |
| Value | Count | Frequency (%) |
| Westminster College | 3 | 0.2% |
| Union College | 3 | 0.2% |
| Marian University | 2 | 0.1% |
| Bethany College | 2 | 0.1% |
| Emmanuel College | 2 | 0.1% |
| Sterling College | 2 | 0.1% |
| Anderson University | 2 | 0.1% |
| University of St Thomas | 2 | 0.1% |
| Bethel University | 2 | 0.1% |
| St. John's College | 2 | 0.1% |
| Other values (1516) | 1517 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| university | 846 | 17.1% |
| college | 477 | 9.7% |
| of | 373 | 7.5% |
| state | 193 | 3.9% |
| the | 64 | 1.3% |
| at | 50 | 1.0% |
| saint | 39 | 0.8% |
| institute | 38 | 0.8% |
| and | 36 | 0.7% |
| new | 32 | 0.6% |
| Other values (1382) | 2794 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3934 | 10.1% |
| i | 3496 | 9.0% |
| 3404 | 8.8% | |
| n | 2706 | 7.0% |
| t | 2643 | 6.8% |
| a | 2255 | 5.8% |
| r | 2244 | 5.8% |
| o | 2210 | 5.7% |
| s | 2044 | 5.3% |
| l | 1987 | 5.1% |
| Other values (50) | 11941 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 30457 | |
| Uppercase Letter | 4730 | 12.2% |
| Space Separator | 3404 | 8.8% |
| Dash Punctuation | 211 | 0.5% |
| Other Punctuation | 59 | 0.2% |
| Open Punctuation | 1 | < 0.1% |
| Math Symbol | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| U | 997 | |
| C | 835 | |
| S | 516 | |
| M | 329 | 7.0% |
| A | 210 | 4.4% |
| T | 177 | 3.7% |
| B | 164 | 3.5% |
| N | 164 | 3.5% |
| W | 156 | 3.3% |
| P | 155 | 3.3% |
| Other values (16) | 1027 |
| Value | Count | Frequency (%) |
| e | 3934 | |
| i | 3496 | |
| n | 2706 | |
| t | 2643 | |
| a | 2255 | 7.4% |
| r | 2244 | 7.4% |
| o | 2210 | 7.3% |
| s | 2044 | 6.7% |
| l | 1987 | 6.5% |
| y | 1293 | 4.2% |
| Other values (16) | 5645 |
| Value | Count | Frequency (%) |
| & | 26 | |
| ' | 26 | |
| . | 7 | 11.9% |
| Value | Count | Frequency (%) |
| 3404 |
| Value | Count | Frequency (%) |
| - | 211 |
| Value | Count | Frequency (%) |
| ( | 1 |
| Value | Count | Frequency (%) |
| + | 1 |
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 35187 | |
| Common | 3677 | 9.5% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 3934 | 11.2% |
| i | 3496 | 9.9% |
| n | 2706 | 7.7% |
| t | 2643 | 7.5% |
| a | 2255 | 6.4% |
| r | 2244 | 6.4% |
| o | 2210 | 6.3% |
| s | 2044 | 5.8% |
| l | 1987 | 5.6% |
| y | 1293 | 3.7% |
| Other values (42) | 10375 |
| Value | Count | Frequency (%) |
| 3404 | ||
| - | 211 | 5.7% |
| & | 26 | 0.7% |
| ' | 26 | 0.7% |
| . | 7 | 0.2% |
| ( | 1 | < 0.1% |
| + | 1 | < 0.1% |
| ) | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38864 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 3934 | 10.1% |
| i | 3496 | 9.0% |
| 3404 | 8.8% | |
| n | 2706 | 7.0% |
| t | 2643 | 6.8% |
| a | 2255 | 5.8% |
| r | 2244 | 5.8% |
| o | 2210 | 5.7% |
| s | 2044 | 5.3% |
| l | 1987 | 5.1% |
| Other values (50) | 11941 |
| Distinct | 54 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
| NY | |
|---|---|
| PA | |
| CA | 93 |
| MA | 68 |
| TX | 67 |
| Other values (49) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 3078 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | AL |
|---|---|
| 2nd row | AL |
| 3rd row | AL |
| 4th row | AL |
| 5th row | AL |
| Value | Count | Frequency (%) |
| NY | 145 | 9.4% |
| PA | 112 | 7.3% |
| CA | 93 | 6.0% |
| MA | 68 | 4.4% |
| TX | 67 | 4.4% |
| OH | 62 | 4.0% |
| IL | 57 | 3.7% |
| NC | 55 | 3.6% |
| GA | 46 | 3.0% |
| FL | 44 | 2.9% |
| Other values (44) | 790 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ny | 145 | 9.4% |
| pa | 112 | 7.3% |
| ca | 93 | 6.0% |
| ma | 68 | 4.4% |
| tx | 67 | 4.4% |
| oh | 62 | 4.0% |
| il | 57 | 3.7% |
| nc | 55 | 3.6% |
| ga | 46 | 3.0% |
| fl | 44 | 2.9% |
| Other values (44) | 790 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 481 | |
| N | 398 | |
| M | 259 | 8.4% |
| I | 223 | 7.2% |
| C | 219 | 7.1% |
| Y | 173 | 5.6% |
| O | 162 | 5.3% |
| T | 155 | 5.0% |
| L | 144 | 4.7% |
| P | 118 | 3.8% |
| Other values (14) | 746 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3078 |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 481 | |
| N | 398 | |
| M | 259 | 8.4% |
| I | 223 | 7.2% |
| C | 219 | 7.1% |
| Y | 173 | 5.6% |
| O | 162 | 5.3% |
| T | 155 | 5.0% |
| L | 144 | 4.7% |
| P | 118 | 3.8% |
| Other values (14) | 746 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3078 |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 481 | |
| N | 398 | |
| M | 259 | 8.4% |
| I | 223 | 7.2% |
| C | 219 | 7.1% |
| Y | 173 | 5.6% |
| O | 162 | 5.3% |
| T | 155 | 5.0% |
| L | 144 | 4.7% |
| P | 118 | 3.8% |
| Other values (14) | 746 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3078 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 481 | |
| N | 398 | |
| M | 259 | 8.4% |
| I | 223 | 7.2% |
| C | 219 | 7.1% |
| Y | 173 | 5.6% |
| O | 162 | 5.3% |
| T | 155 | 5.0% |
| L | 144 | 4.7% |
| P | 118 | 3.8% |
| Other values (14) | 746 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| Private not-for-profit, 4-year or above | |
|---|---|
| Public, 4-year or above |
Length
| Max length | 39 |
|---|---|
| Median length | 39 |
| Mean length | 33.71864847 |
| Min length | 23 |
Characters and Unicode
| Total characters | 51893 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Public, 4-year or above |
|---|---|
| 2nd row | Public, 4-year or above |
| 3rd row | Public, 4-year or above |
| 4th row | Public, 4-year or above |
| 5th row | Public, 4-year or above |
| Value | Count | Frequency (%) |
| Private not-for-profit, 4-year or above | 1031 | |
| Public, 4-year or above | 508 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| above | 1539 | |
| or | 1539 | |
| 4-year | 1539 | |
| not-for-profit | 1031 | |
| private | 1031 | |
| public | 508 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 6171 | |
| o | 6171 | |
| 5648 | ||
| e | 4109 | 7.9% |
| a | 4109 | 7.9% |
| - | 3601 | 6.9% |
| t | 3093 | 6.0% |
| i | 2570 | 5.0% |
| v | 2570 | 5.0% |
| f | 2062 | 4.0% |
| Other values (10) | 11789 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 38027 | |
| Space Separator | 5648 | 10.9% |
| Dash Punctuation | 3601 | 6.9% |
| Uppercase Letter | 1539 | 3.0% |
| Other Punctuation | 1539 | 3.0% |
| Decimal Number | 1539 | 3.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| r | 6171 | |
| o | 6171 | |
| e | 4109 | |
| a | 4109 | |
| t | 3093 | |
| i | 2570 | |
| v | 2570 | |
| f | 2062 | 5.4% |
| b | 2047 | 5.4% |
| y | 1539 | 4.0% |
| Other values (5) | 3586 |
| Value | Count | Frequency (%) |
| P | 1539 |
| Value | Count | Frequency (%) |
| , | 1539 |
| Value | Count | Frequency (%) |
| 5648 |
| Value | Count | Frequency (%) |
| 4 | 1539 |
| Value | Count | Frequency (%) |
| - | 3601 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 39566 | |
| Common | 12327 | 23.8% |
Most frequent character per script
| Value | Count | Frequency (%) |
| r | 6171 | |
| o | 6171 | |
| e | 4109 | |
| a | 4109 | |
| t | 3093 | |
| i | 2570 | |
| v | 2570 | |
| f | 2062 | 5.2% |
| b | 2047 | 5.2% |
| P | 1539 | 3.9% |
| Other values (6) | 5125 |
| Value | Count | Frequency (%) |
| 5648 | ||
| - | 3601 | |
| , | 1539 | 12.5% |
| 4 | 1539 | 12.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 51893 |
Most frequent character per block
| Value | Count | Frequency (%) |
| r | 6171 | |
| o | 6171 | |
| 5648 | ||
| e | 4109 | 7.9% |
| a | 4109 | 7.9% |
| - | 3601 | 6.9% |
| t | 3093 | 6.0% |
| i | 2570 | 5.0% |
| v | 2570 | 5.0% |
| f | 2062 | 4.0% |
| Other values (10) | 11789 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| Four or more years |
|---|
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Characters and Unicode
| Total characters | 27702 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Four or more years |
|---|---|
| 2nd row | Four or more years |
| 3rd row | Four or more years |
| 4th row | Four or more years |
| 5th row | Four or more years |
| Value | Count | Frequency (%) |
| Four or more years | 1539 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| more | 1539 | |
| or | 1539 | |
| four | 1539 | |
| years | 1539 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 6156 | |
| o | 4617 | |
| 4617 | ||
| e | 3078 | |
| F | 1539 | 5.6% |
| u | 1539 | 5.6% |
| m | 1539 | 5.6% |
| y | 1539 | 5.6% |
| a | 1539 | 5.6% |
| s | 1539 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 21546 | |
| Space Separator | 4617 | 16.7% |
| Uppercase Letter | 1539 | 5.6% |
Most frequent character per category
| Value | Count | Frequency (%) |
| r | 6156 | |
| o | 4617 | |
| e | 3078 | |
| u | 1539 | 7.1% |
| m | 1539 | 7.1% |
| y | 1539 | 7.1% |
| a | 1539 | 7.1% |
| s | 1539 | 7.1% |
| Value | Count | Frequency (%) |
| F | 1539 |
| Value | Count | Frequency (%) |
| 4617 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23085 | |
| Common | 4617 | 16.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| r | 6156 | |
| o | 4617 | |
| e | 3078 | |
| F | 1539 | 6.7% |
| u | 1539 | 6.7% |
| m | 1539 | 6.7% |
| y | 1539 | 6.7% |
| a | 1539 | 6.7% |
| s | 1539 | 6.7% |
| Value | Count | Frequency (%) |
| 4617 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27702 |
Most frequent character per block
| Value | Count | Frequency (%) |
| r | 6156 | |
| o | 4617 | |
| 4617 | ||
| e | 3078 | |
| F | 1539 | 5.6% |
| u | 1539 | 5.6% |
| m | 1539 | 5.6% |
| y | 1539 | 5.6% |
| a | 1539 | 5.6% |
| s | 1539 | 5.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| Private not-for-profit | |
|---|---|
| Public |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 16.71864847 |
| Min length | 6 |
Characters and Unicode
| Total characters | 25730 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Public |
|---|---|
| 2nd row | Public |
| 3rd row | Public |
| 4th row | Public |
| 5th row | Public |
| Value | Count | Frequency (%) |
| Private not-for-profit | 1031 | |
| Public | 508 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| private | 1031 | |
| not-for-profit | 1031 | |
| public | 508 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 3093 | |
| t | 3093 | |
| o | 3093 | |
| i | 2570 | |
| - | 2062 | |
| f | 2062 | |
| P | 1539 | 6.0% |
| v | 1031 | 4.0% |
| a | 1031 | 4.0% |
| e | 1031 | 4.0% |
| Other values (7) | 5125 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 21098 | |
| Dash Punctuation | 2062 | 8.0% |
| Uppercase Letter | 1539 | 6.0% |
| Space Separator | 1031 | 4.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| r | 3093 | |
| t | 3093 | |
| o | 3093 | |
| i | 2570 | |
| f | 2062 | |
| v | 1031 | 4.9% |
| a | 1031 | 4.9% |
| e | 1031 | 4.9% |
| n | 1031 | 4.9% |
| p | 1031 | 4.9% |
| Other values (4) | 2032 |
| Value | Count | Frequency (%) |
| P | 1539 |
| Value | Count | Frequency (%) |
| 1031 |
| Value | Count | Frequency (%) |
| - | 2062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22637 | |
| Common | 3093 | 12.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| r | 3093 | |
| t | 3093 | |
| o | 3093 | |
| i | 2570 | |
| f | 2062 | |
| P | 1539 | |
| v | 1031 | 4.6% |
| a | 1031 | 4.6% |
| e | 1031 | 4.6% |
| n | 1031 | 4.6% |
| Other values (5) | 3063 |
| Value | Count | Frequency (%) |
| - | 2062 | |
| 1031 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25730 |
Most frequent character per block
| Value | Count | Frequency (%) |
| r | 3093 | |
| t | 3093 | |
| o | 3093 | |
| i | 2570 | |
| - | 2062 | |
| f | 2062 | |
| P | 1539 | 6.0% |
| v | 1031 | 4.0% |
| a | 1031 | 4.0% |
| e | 1031 | 4.0% |
| Other values (7) | 5125 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| City: Large | |
|---|---|
| Suburb: Large | |
| City: Small | |
| Town: Distant | |
| City: Midsize | |
| Other values (7) |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 12.2605588 |
| Min length | 11 |
Characters and Unicode
| Total characters | 18869 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | City: Midsize |
|---|---|
| 2nd row | City: Midsize |
| 3rd row | City: Midsize |
| 4th row | City: Midsize |
| 5th row | City: Small |
| Value | Count | Frequency (%) |
| City: Large | 340 | |
| Suburb: Large | 301 | |
| City: Small | 209 | |
| Town: Distant | 179 | |
| City: Midsize | 172 | |
| Town: Remote | 109 | 7.1% |
| Town: Fringe | 62 | 4.0% |
| Suburb: Midsize | 51 | 3.3% |
| Rural: Fringe | 40 | 2.6% |
| Suburb: Small | 31 | 2.0% |
| Other values (2) | 45 | 2.9% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| city | 721 | |
| large | 641 | |
| suburb | 383 | |
| town | 350 | |
| small | 240 | 7.8% |
| midsize | 223 | 7.2% |
| distant | 208 | 6.8% |
| remote | 125 | 4.1% |
| fringe | 102 | 3.3% |
| rural | 85 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 1539 | 8.2% |
| 1539 | 8.2% | |
| i | 1477 | 7.8% |
| t | 1262 | 6.7% |
| e | 1216 | 6.4% |
| r | 1211 | 6.4% |
| a | 1174 | 6.2% |
| u | 851 | 4.5% |
| b | 766 | 4.1% |
| g | 743 | 3.9% |
| Other values (17) | 7091 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 12713 | |
| Uppercase Letter | 3078 | 16.3% |
| Other Punctuation | 1539 | 8.2% |
| Space Separator | 1539 | 8.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 1477 | |
| t | 1262 | |
| e | 1216 | |
| r | 1211 | |
| a | 1174 | |
| u | 851 | 6.7% |
| b | 766 | 6.0% |
| g | 743 | 5.8% |
| y | 721 | 5.7% |
| n | 660 | 5.2% |
| Other values (7) | 2632 |
| Value | Count | Frequency (%) |
| C | 721 | |
| L | 641 | |
| S | 623 | |
| T | 350 | |
| M | 223 | 7.2% |
| R | 210 | 6.8% |
| D | 208 | 6.8% |
| F | 102 | 3.3% |
| Value | Count | Frequency (%) |
| : | 1539 |
| Value | Count | Frequency (%) |
| 1539 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15791 | |
| Common | 3078 | 16.3% |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 1477 | 9.4% |
| t | 1262 | 8.0% |
| e | 1216 | 7.7% |
| r | 1211 | 7.7% |
| a | 1174 | 7.4% |
| u | 851 | 5.4% |
| b | 766 | 4.9% |
| g | 743 | 4.7% |
| C | 721 | 4.6% |
| y | 721 | 4.6% |
| Other values (15) | 5649 |
| Value | Count | Frequency (%) |
| : | 1539 | |
| 1539 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18869 |
Most frequent character per block
| Value | Count | Frequency (%) |
| : | 1539 | 8.2% |
| 1539 | 8.2% | |
| i | 1477 | 7.8% |
| t | 1262 | 6.7% |
| e | 1216 | 6.4% |
| r | 1211 | 6.4% |
| a | 1174 | 6.2% |
| u | 851 | 4.5% |
| b | 766 | 4.1% |
| g | 743 | 3.9% |
| Other values (17) | 7091 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| Degree-granting, primarily baccalaureate or above | |
|---|---|
| Degree-granting, not primarily baccalaureate or above | 37 |
Length
| Max length | 53 |
|---|---|
| Median length | 49 |
| Mean length | 49.09616634 |
| Min length | 49 |
Characters and Unicode
| Total characters | 75559 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Degree-granting, primarily baccalaureate or above |
|---|---|
| 2nd row | Degree-granting, primarily baccalaureate or above |
| 3rd row | Degree-granting, primarily baccalaureate or above |
| 4th row | Degree-granting, primarily baccalaureate or above |
| 5th row | Degree-granting, primarily baccalaureate or above |
| Value | Count | Frequency (%) |
| Degree-granting, primarily baccalaureate or above | 1502 | |
| Degree-granting, not primarily baccalaureate or above | 37 | 2.4% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| degree-granting | 1539 | |
| primarily | 1539 | |
| above | 1539 | |
| or | 1539 | |
| baccalaureate | 1539 | |
| not | 37 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 10773 | |
| e | 9234 | |
| r | 9234 | |
| 6193 | 8.2% | |
| g | 4617 | 6.1% |
| i | 4617 | 6.1% |
| n | 3115 | 4.1% |
| t | 3115 | 4.1% |
| o | 3115 | 4.1% |
| l | 3078 | 4.1% |
| Other values (10) | 18468 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 64749 | |
| Space Separator | 6193 | 8.2% |
| Uppercase Letter | 1539 | 2.0% |
| Dash Punctuation | 1539 | 2.0% |
| Other Punctuation | 1539 | 2.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 10773 | |
| e | 9234 | |
| r | 9234 | |
| g | 4617 | |
| i | 4617 | |
| n | 3115 | 4.8% |
| t | 3115 | 4.8% |
| o | 3115 | 4.8% |
| l | 3078 | 4.8% |
| b | 3078 | 4.8% |
| Other values (6) | 10773 |
| Value | Count | Frequency (%) |
| D | 1539 |
| Value | Count | Frequency (%) |
| - | 1539 |
| Value | Count | Frequency (%) |
| , | 1539 |
| Value | Count | Frequency (%) |
| 6193 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 66288 | |
| Common | 9271 | 12.3% |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 10773 | |
| e | 9234 | |
| r | 9234 | |
| g | 4617 | 7.0% |
| i | 4617 | 7.0% |
| n | 3115 | 4.7% |
| t | 3115 | 4.7% |
| o | 3115 | 4.7% |
| l | 3078 | 4.6% |
| b | 3078 | 4.6% |
| Other values (7) | 12312 |
| Value | Count | Frequency (%) |
| 6193 | ||
| - | 1539 | 16.6% |
| , | 1539 | 16.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75559 |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 10773 | |
| e | 9234 | |
| r | 9234 | |
| 6193 | 8.2% | |
| g | 4617 | 6.1% |
| i | 4617 | 6.1% |
| n | 3115 | 4.1% |
| t | 3115 | 4.1% |
| o | 3115 | 4.1% |
| l | 3078 | 4.1% |
| Other values (10) | 18468 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| Master^s Colleges & Universities: Larger Programs | |
|---|---|
| Baccalaureate Colleges: Arts & Sciences Focus | |
| Baccalaureate Colleges: Diverse Fields | |
| Master^s Colleges & Universities: Medium Programs | |
| Doctoral Universities: Highest Research Activity | |
| Other values (14) |
Length
| Max length | 79 |
|---|---|
| Median length | 49 |
| Mean length | 47.63287849 |
| Min length | 15 |
Characters and Unicode
| Total characters | 73307 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Master^s Colleges & Universities: Larger Programs |
|---|---|
| 2nd row | Doctoral Universities: Highest Research Activity |
| 3rd row | Doctoral Universities: Higher Research Activity |
| 4th row | Master^s Colleges & Universities: Medium Programs |
| 5th row | Doctoral Universities: Higher Research Activity |
| Value | Count | Frequency (%) |
| Master^s Colleges & Universities: Larger Programs | 332 | |
| Baccalaureate Colleges: Arts & Sciences Focus | 231 | |
| Baccalaureate Colleges: Diverse Fields | 199 | |
| Master^s Colleges & Universities: Medium Programs | 166 | |
| Doctoral Universities: Highest Research Activity | 114 | 7.4% |
| Doctoral Universities: Higher Research Activity | 100 | 6.5% |
| Master^s Colleges & Universities: Small Programs | 98 | 6.4% |
| Special Focus Four-Year: Faith-Related Institutions | 97 | 6.3% |
| Doctoral Universities: Moderate Research Activity | 84 | 5.5% |
| Special Focus Four-Year: Arts, Music & Design Schools | 41 | 2.7% |
| Other values (9) | 77 | 5.0% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| colleges | 1053 | 12.3% |
| universities | 894 | 10.4% |
| 876 | 10.2% | |
| master^s | 596 | 7.0% |
| programs | 596 | 7.0% |
| baccalaureate | 430 | 5.0% |
| focus | 404 | 4.7% |
| larger | 332 | 3.9% |
| research | 298 | 3.5% |
| activity | 298 | 3.5% |
| Other values (39) | 2783 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8895 | |
| 7021 | 9.6% | |
| s | 6936 | 9.5% |
| r | 5567 | 7.6% |
| i | 5060 | 6.9% |
| a | 4924 | 6.7% |
| t | 4009 | 5.5% |
| l | 3671 | 5.0% |
| o | 3316 | 4.5% |
| c | 3101 | 4.2% |
| Other values (38) | 20807 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54963 | |
| Uppercase Letter | 7855 | 10.7% |
| Space Separator | 7021 | 9.6% |
| Other Punctuation | 2501 | 3.4% |
| Modifier Symbol | 645 | 0.9% |
| Dash Punctuation | 286 | 0.4% |
| Open Punctuation | 18 | < 0.1% |
| Close Punctuation | 18 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 8895 | |
| s | 6936 | |
| r | 5567 | |
| i | 5060 | |
| a | 4924 | |
| t | 4009 | |
| l | 3671 | |
| o | 3316 | 6.0% |
| c | 3101 | 5.6% |
| g | 2328 | 4.2% |
| Other values (11) | 7156 |
| Value | Count | Frequency (%) |
| C | 1071 | |
| M | 918 | |
| U | 894 | |
| F | 870 | |
| A | 619 | |
| P | 612 | |
| S | 572 | |
| D | 539 | |
| B | 485 | |
| R | 395 | 5.0% |
| Other values (8) | 880 |
| Value | Count | Frequency (%) |
| : | 1519 | |
| & | 876 | |
| , | 59 | 2.4% |
| / | 47 | 1.9% |
| Value | Count | Frequency (%) |
| ^ | 645 |
| Value | Count | Frequency (%) |
| 7021 |
| Value | Count | Frequency (%) |
| - | 286 |
| Value | Count | Frequency (%) |
| ( | 18 |
| Value | Count | Frequency (%) |
| ) | 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 62818 | |
| Common | 10489 | 14.3% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 8895 | |
| s | 6936 | |
| r | 5567 | 8.9% |
| i | 5060 | 8.1% |
| a | 4924 | 7.8% |
| t | 4009 | 6.4% |
| l | 3671 | 5.8% |
| o | 3316 | 5.3% |
| c | 3101 | 4.9% |
| g | 2328 | 3.7% |
| Other values (29) | 15011 |
| Value | Count | Frequency (%) |
| 7021 | ||
| : | 1519 | 14.5% |
| & | 876 | 8.4% |
| ^ | 645 | 6.1% |
| - | 286 | 2.7% |
| , | 59 | 0.6% |
| / | 47 | 0.4% |
| ( | 18 | 0.2% |
| ) | 18 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73307 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 8895 | |
| 7021 | 9.6% | |
| s | 6936 | 9.5% |
| r | 5567 | 7.6% |
| i | 5060 | 6.9% |
| a | 4924 | 6.7% |
| t | 4009 | 5.5% |
| l | 3671 | 5.0% |
| o | 3316 | 4.5% |
| c | 3101 | 4.2% |
| Other values (38) | 20807 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 1,000 - 4,999 | |
|---|---|
| Under 1,000 | |
| 5,000 - 9,999 | |
| 10,000 - 19,999 | |
| 20,000 and above |
Length
| Max length | 16 |
|---|---|
| Median length | 13 |
| Mean length | 13.12150747 |
| Min length | 11 |
Characters and Unicode
| Total characters | 20194 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5,000 - 9,999 |
|---|---|
| 2nd row | 20,000 and above |
| 3rd row | 5,000 - 9,999 |
| 4th row | 1,000 - 4,999 |
| 5th row | 20,000 and above |
| Value | Count | Frequency (%) |
| 1,000 - 4,999 | 714 | |
| Under 1,000 | 293 | |
| 5,000 - 9,999 | 220 | 14.3% |
| 10,000 - 19,999 | 163 | 10.6% |
| 20,000 and above | 149 | 9.7% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 1097 | ||
| 1,000 | 1007 | |
| 4,999 | 714 | |
| under | 293 | 6.8% |
| 9,999 | 220 | 5.1% |
| 5,000 | 220 | 5.1% |
| 19,999 | 163 | 3.8% |
| 10,000 | 163 | 3.8% |
| 20,000 | 149 | 3.4% |
| above | 149 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4929 | |
| 9 | 3674 | |
| 2785 | ||
| , | 2636 | |
| 1 | 1333 | 6.6% |
| - | 1097 | 5.4% |
| 4 | 714 | 3.5% |
| n | 442 | 2.2% |
| d | 442 | 2.2% |
| e | 442 | 2.2% |
| Other values (8) | 1700 | 8.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11019 | |
| Space Separator | 2785 | 13.8% |
| Other Punctuation | 2636 | 13.1% |
| Lowercase Letter | 2364 | 11.7% |
| Dash Punctuation | 1097 | 5.4% |
| Uppercase Letter | 293 | 1.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| n | 442 | |
| d | 442 | |
| e | 442 | |
| a | 298 | |
| r | 293 | |
| b | 149 | 6.3% |
| o | 149 | 6.3% |
| v | 149 | 6.3% |
| Value | Count | Frequency (%) |
| 0 | 4929 | |
| 9 | 3674 | |
| 1 | 1333 | 12.1% |
| 4 | 714 | 6.5% |
| 5 | 220 | 2.0% |
| 2 | 149 | 1.4% |
| Value | Count | Frequency (%) |
| , | 2636 |
| Value | Count | Frequency (%) |
| 2785 |
| Value | Count | Frequency (%) |
| - | 1097 |
| Value | Count | Frequency (%) |
| U | 293 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17537 | |
| Latin | 2657 | 13.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 4929 | |
| 9 | 3674 | |
| 2785 | ||
| , | 2636 | |
| 1 | 1333 | 7.6% |
| - | 1097 | 6.3% |
| 4 | 714 | 4.1% |
| 5 | 220 | 1.3% |
| 2 | 149 | 0.8% |
| Value | Count | Frequency (%) |
| n | 442 | |
| d | 442 | |
| e | 442 | |
| a | 298 | |
| U | 293 | |
| r | 293 | |
| b | 149 | 5.6% |
| o | 149 | 5.6% |
| v | 149 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20194 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 4929 | |
| 9 | 3674 | |
| 2785 | ||
| , | 2636 | |
| 1 | 1333 | 6.6% |
| - | 1097 | 5.4% |
| 4 | 714 | 3.5% |
| n | 442 | 2.2% |
| d | 442 | 2.2% |
| e | 442 | 2.2% |
| Other values (8) | 1700 | 8.4% |
longitud
Real number (ℝ)
| Distinct | 1538 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -87.55845642 |
|---|---|
| Minimum | -157.92659 |
| Maximum | 144.8358154 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | -157.92659 |
|---|---|
| 5-th percentile | -120.4362846 |
| Q1 | -93.73413086 |
| median | -84.06147766 |
| Q3 | -76.49274445 |
| 95-th percentile | -71.45867767 |
| Maximum | 144.8358154 |
| Range | 302.7624054 |
| Interquartile range (IQR) | 17.24138641 |
Descriptive statistics
| Standard deviation | 15.93539619 |
|---|---|
| Coefficient of variation (CV) | -0.1819972247 |
| Kurtosis | 30.43753624 |
| Mean | -87.55845642 |
| Median Absolute Deviation (MAD) | 8.427337646 |
| Skewness | 0.8654874563 |
| Sum | -134752.4688 |
| Variance | 253.9368439 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -78.63769531 | 2 | 0.1% |
| -72.24994659 | 1 | 0.1% |
| -82.83511353 | 1 | 0.1% |
| -117.5838089 | 1 | 0.1% |
| -72.58397675 | 1 | 0.1% |
| -75.1829071 | 1 | 0.1% |
| -73.67023468 | 1 | 0.1% |
| -73.8342514 | 1 | 0.1% |
| -92.08438873 | 1 | 0.1% |
| -80.24049377 | 1 | 0.1% |
| Other values (1528) | 1528 |
| Value | Count | Frequency (%) |
| -157.92659 | 1 | |
| -157.888382 | 1 | |
| -157.8596497 | 1 | |
| -157.818985 | 1 | |
| -157.8078461 | 1 |
| Value | Count | Frequency (%) |
| 144.8358154 | 1 | |
| -64.97286224 | 1 | |
| -66.05001068 | 1 | |
| -66.05961609 | 1 | |
| -66.1620636 | 1 |
| Distinct | 1539 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.76544189 |
|---|---|
| Minimum | 13.46504593 |
| Maximum | 64.8575592 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 13.46504593 |
|---|---|
| 5-th percentile | 30.08745575 |
| Q1 | 35.57273674 |
| median | 40.00878143 |
| Q3 | 41.95363808 |
| 95-th percentile | 44.978936 |
| Maximum | 64.8575592 |
| Range | 51.39251328 |
| Interquartile range (IQR) | 6.380901337 |
Descriptive statistics
| Standard deviation | 4.91193819 |
|---|---|
| Coefficient of variation (CV) | 0.1267092079 |
| Kurtosis | 2.61777854 |
| Mean | 38.76544189 |
| Median Absolute Deviation (MAD) | 2.633472443 |
| Skewness | -0.6972802877 |
| Sum | 59660.01562 |
| Variance | 24.12713623 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42.24998856 | 1 | 0.1% |
| 40.35798645 | 1 | 0.1% |
| 42.66752243 | 1 | 0.1% |
| 29.64628983 | 1 | 0.1% |
| 40.29264832 | 1 | 0.1% |
| 33.41772079 | 1 | 0.1% |
| 47.66653061 | 1 | 0.1% |
| 42.13158798 | 1 | 0.1% |
| 40.44843292 | 1 | 0.1% |
| 35.29323578 | 1 | 0.1% |
| Other values (1529) | 1529 |
| Value | Count | Frequency (%) |
| 13.46504593 | 1 | |
| 18.00164986 | 1 | |
| 18.08353043 | 1 | |
| 18.11882019 | 1 | |
| 18.2053299 | 1 |
| Value | Count | Frequency (%) |
| 64.8575592 | 1 | |
| 61.19096756 | 1 | |
| 61.19016266 | 1 | |
| 58.38484573 | 1 | |
| 48.73781204 | 1 |
roomcap
Real number (ℝ≥0)
| Distinct | 1211 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1923.445094 |
|---|---|
| Minimum | 1 |
| Maximum | 18313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 556 |
| median | 1156 |
| Q3 | 2317.5 |
| 95-th percentile | 6597.3 |
| Maximum | 18313 |
| Range | 18312 |
| Interquartile range (IQR) | 1761.5 |
Descriptive statistics
| Standard deviation | 2339.018305 |
|---|---|
| Coefficient of variation (CV) | 1.216056706 |
| Kurtosis | 10.88861143 |
| Mean | 1923.445094 |
| Median Absolute Deviation (MAD) | 742 |
| Skewness | 2.896746226 |
| Sum | 2960182 |
| Variance | 5471006.629 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 10 | 0.6% |
| 120 | 7 | 0.5% |
| 610 | 7 | 0.5% |
| 400 | 7 | 0.5% |
| 200 | 6 | 0.4% |
| 500 | 6 | 0.4% |
| 1200 | 5 | 0.3% |
| 650 | 5 | 0.3% |
| 1400 | 5 | 0.3% |
| 150 | 5 | 0.3% |
| Other values (1201) | 1476 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 18313 | 1 | |
| 18000 | 1 | |
| 17060 | 1 | |
| 15917 | 1 | |
| 15198 | 1 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.85120208 |
|---|---|
| Minimum | 0 |
| Maximum | 200 |
| Zeros | 445 |
| Zeros (%) | 28.9% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 30 |
| Q3 | 50 |
| 95-th percentile | 75 |
| Maximum | 200 |
| Range | 200 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 25.6316171 |
|---|---|
| Coefficient of variation (CV) | 0.8047299766 |
| Kurtosis | 0.9531588794 |
| Mean | 31.85120208 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.4996573756 |
| Sum | 49019 |
| Variance | 656.9797954 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 0 | 445 | |
| 50 | 234 | |
| 25 | 159 | 10.3% |
| 40 | 111 | 7.2% |
| 30 | 107 | 7.0% |
| 35 | 103 | 6.7% |
| 65 | 54 | 3.5% |
| 60 | 54 | 3.5% |
| 20 | 50 | 3.2% |
| 75 | 46 | 3.0% |
| Other values (23) | 176 | 11.4% |
| Value | Count | Frequency (%) |
| 0 | 445 | |
| 10 | 3 | 0.2% |
| 15 | 6 | 0.4% |
| 20 | 50 | 3.2% |
| 25 | 159 | 10.3% |
| Value | Count | Frequency (%) |
| 200 | 1 | 0.1% |
| 150 | 2 | |
| 125 | 1 | 0.1% |
| 120 | 2 | |
| 110 | 3 |
applcn
Real number (ℝ≥0)
| Distinct | 1407 |
|---|---|
| Distinct (%) | 91.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6773.100065 |
|---|---|
| Minimum | 3 |
| Maximum | 102225 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 75.6 |
| Q1 | 1259.5 |
| median | 3217 |
| Q3 | 7377.5 |
| 95-th percentile | 27680.5 |
| Maximum | 102225 |
| Range | 102222 |
| Interquartile range (IQR) | 6118 |
Descriptive statistics
| Standard deviation | 10407.8655 |
|---|---|
| Coefficient of variation (CV) | 1.536647238 |
| Kurtosis | 18.38907459 |
| Mean | 6773.100065 |
| Median Absolute Deviation (MAD) | 2418 |
| Skewness | 3.650017185 |
| Sum | 10423801 |
| Variance | 108323664.4 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 4 | 0.3% |
| 1693 | 4 | 0.3% |
| 6 | 3 | 0.2% |
| 30 | 3 | 0.2% |
| 2231 | 3 | 0.2% |
| 873 | 3 | 0.2% |
| 1843 | 3 | 0.2% |
| 746 | 3 | 0.2% |
| 388 | 3 | 0.2% |
| 14 | 3 | 0.2% |
| Other values (1397) | 1507 |
| Value | Count | Frequency (%) |
| 3 | 3 | |
| 5 | 4 | |
| 6 | 3 | |
| 7 | 2 | |
| 8 | 2 |
| Value | Count | Frequency (%) |
| 102225 | 1 | |
| 88446 | 1 | |
| 85092 | 1 | |
| 85044 | 1 | |
| 81824 | 1 |
| Distinct | 1358 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3792.214425 |
|---|---|
| Minimum | 2 |
| Maximum | 31878 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 48.9 |
| Q1 | 826.5 |
| median | 2043 |
| Q3 | 4600 |
| 95-th percentile | 14878.3 |
| Maximum | 31878 |
| Range | 31876 |
| Interquartile range (IQR) | 3773.5 |
Descriptive statistics
| Standard deviation | 4924.345735 |
|---|---|
| Coefficient of variation (CV) | 1.298540953 |
| Kurtosis | 7.273668739 |
| Mean | 3792.214425 |
| Median Absolute Deviation (MAD) | 1513 |
| Skewness | 2.501910698 |
| Sum | 5836218 |
| Variance | 24249180.92 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 4 | 0.3% |
| 3 | 4 | 0.3% |
| 18 | 4 | 0.3% |
| 7 | 4 | 0.3% |
| 15 | 4 | 0.3% |
| 807 | 3 | 0.2% |
| 2571 | 3 | 0.2% |
| 211 | 3 | 0.2% |
| 863 | 3 | 0.2% |
| 1375 | 3 | 0.2% |
| Other values (1348) | 1504 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 3 | 4 | |
| 4 | 1 | 0.1% |
| 5 | 2 | |
| 6 | 4 |
| Value | Count | Frequency (%) |
| 31878 | 1 | |
| 31063 | 1 | |
| 30762 | 1 | |
| 30061 | 1 | |
| 29812 | 1 |
| Distinct | 1017 |
|---|---|
| Distinct (%) | 66.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 980.5717999 |
|---|---|
| Minimum | 0 |
| Maximum | 10099 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 218.5 |
| median | 466 |
| Q3 | 1123 |
| 95-th percentile | 4040.9 |
| Maximum | 10099 |
| Range | 10099 |
| Interquartile range (IQR) | 904.5 |
Descriptive statistics
| Standard deviation | 1340.696867 |
|---|---|
| Coefficient of variation (CV) | 1.367260273 |
| Kurtosis | 8.049878228 |
| Mean | 980.5717999 |
| Median Absolute Deviation (MAD) | 313 |
| Skewness | 2.652212805 |
| Sum | 1509100 |
| Variance | 1797468.089 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9 | 7 | 0.5% |
| 276 | 6 | 0.4% |
| 204 | 6 | 0.4% |
| 281 | 6 | 0.4% |
| 3 | 6 | 0.4% |
| 171 | 5 | 0.3% |
| 341 | 5 | 0.3% |
| 164 | 5 | 0.3% |
| 173 | 5 | 0.3% |
| 2 | 5 | 0.3% |
| Other values (1007) | 1483 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 2 | 5 | |
| 3 | 6 | |
| 4 | 3 | |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 10099 | 1 | |
| 8238 | 1 | |
| 8140 | 1 | |
| 7975 | 1 | |
| 7832 | 1 |
| Distinct | 1030 |
|---|---|
| Distinct (%) | 66.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1006.02729 |
|---|---|
| Minimum | 2 |
| Maximum | 11639 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 220.5 |
| median | 471 |
| Q3 | 1146 |
| 95-th percentile | 4153.3 |
| Maximum | 11639 |
| Range | 11637 |
| Interquartile range (IQR) | 925.5 |
Descriptive statistics
| Standard deviation | 1385.874552 |
|---|---|
| Coefficient of variation (CV) | 1.377571528 |
| Kurtosis | 8.554906495 |
| Mean | 1006.02729 |
| Median Absolute Deviation (MAD) | 317 |
| Skewness | 2.692328601 |
| Sum | 1548276 |
| Variance | 1920648.274 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 171 | 6 | 0.4% |
| 9 | 6 | 0.4% |
| 203 | 6 | 0.4% |
| 279 | 6 | 0.4% |
| 550 | 5 | 0.3% |
| 183 | 5 | 0.3% |
| 204 | 5 | 0.3% |
| 197 | 5 | 0.3% |
| 267 | 5 | 0.3% |
| 338 | 5 | 0.3% |
| Other values (1020) | 1485 |
| Value | Count | Frequency (%) |
| 2 | 3 | |
| 3 | 5 | |
| 4 | 4 | |
| 5 | 2 | 0.1% |
| 6 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 11639 | 1 | |
| 8381 | 1 | |
| 8366 | 1 | |
| 8001 | 1 | |
| 7874 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| 2. No | |
|---|---|
| 1. Yes | 69 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.044834308 |
| Min length | 5 |
Characters and Unicode
| Total characters | 7764 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2. No |
|---|---|
| 2nd row | 2. No |
| 3rd row | 2. No |
| 4th row | 2. No |
| 5th row | 2. No |
| Value | Count | Frequency (%) |
| 2. No | 1470 | |
| 1. Yes | 69 | 4.5% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| no | 1470 | |
| 2 | 1470 | |
| 1 | 69 | 2.2% |
| yes | 69 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 1539 | |
| 1539 | ||
| 2 | 1470 | |
| N | 1470 | |
| o | 1470 | |
| 1 | 69 | 0.9% |
| Y | 69 | 0.9% |
| e | 69 | 0.9% |
| s | 69 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1608 | |
| Decimal Number | 1539 | |
| Other Punctuation | 1539 | |
| Space Separator | 1539 | |
| Uppercase Letter | 1539 |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 1470 | |
| e | 69 | 4.3% |
| s | 69 | 4.3% |
| Value | Count | Frequency (%) |
| 2 | 1470 | |
| 1 | 69 | 4.5% |
| Value | Count | Frequency (%) |
| N | 1470 | |
| Y | 69 | 4.5% |
| Value | Count | Frequency (%) |
| . | 1539 |
| Value | Count | Frequency (%) |
| 1539 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4617 | |
| Latin | 3147 |
Most frequent character per script
| Value | Count | Frequency (%) |
| N | 1470 | |
| o | 1470 | |
| Y | 69 | 2.2% |
| e | 69 | 2.2% |
| s | 69 | 2.2% |
| Value | Count | Frequency (%) |
| . | 1539 | |
| 1539 | ||
| 2 | 1470 | |
| 1 | 69 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7764 |
Most frequent character per block
| Value | Count | Frequency (%) |
| . | 1539 | |
| 1539 | ||
| 2 | 1470 | |
| N | 1470 | |
| o | 1470 | |
| 1 | 69 | 0.9% |
| Y | 69 | 0.9% |
| e | 69 | 0.9% |
| s | 69 | 0.9% |
accept
Real number (ℝ≥0)
| Distinct | 1494 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6670723287 |
|---|---|
| Minimum | 0.01852300829 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0.01852300829 |
|---|---|
| 5-th percentile | 0.2725023853 |
| Q1 | 0.540513361 |
| median | 0.6910588235 |
| Q3 | 0.8191577816 |
| 95-th percentile | 0.9636980579 |
| Maximum | 1 |
| Range | 0.9814769917 |
| Interquartile range (IQR) | 0.2786444206 |
Descriptive statistics
| Standard deviation | 0.2070943895 |
|---|---|
| Coefficient of variation (CV) | 0.310452676 |
| Kurtosis | 0.1457240781 |
| Mean | 0.6670723287 |
| Median Absolute Deviation (MAD) | 0.1370029363 |
| Skewness | -0.6635352811 |
| Sum | 1026.624314 |
| Variance | 0.04288808616 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 28 | 1.8% |
| 0.8333333333 | 3 | 0.2% |
| 0.8571428571 | 3 | 0.2% |
| 0.8 | 3 | 0.2% |
| 0.9444444444 | 2 | 0.1% |
| 0.875 | 2 | 0.1% |
| 0.9230769231 | 2 | 0.1% |
| 0.7435897436 | 2 | 0.1% |
| 0.9333333333 | 2 | 0.1% |
| 0.975 | 2 | 0.1% |
| Other values (1484) | 1490 |
| Value | Count | Frequency (%) |
| 0.01852300829 | 1 | |
| 0.03303964758 | 1 | |
| 0.04730787557 | 1 | |
| 0.05156178808 | 1 | |
| 0.05920813658 | 1 |
| Value | Count | Frequency (%) |
| 1 | 28 | |
| 0.9962962963 | 1 | 0.1% |
| 0.9960227273 | 1 | 0.1% |
| 0.9958758411 | 1 | 0.1% |
| 0.9951690821 | 1 | 0.1% |
yield
Real number (ℝ≥0)
| Distinct | 1496 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3287117759 |
|---|---|
| Minimum | 0.0429477794 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0.0429477794 |
|---|---|
| 5-th percentile | 0.1213353139 |
| Q1 | 0.1992459731 |
| median | 0.2788671024 |
| Q3 | 0.3956059551 |
| 95-th percentile | 0.7846383742 |
| Maximum | 1 |
| Range | 0.9570522206 |
| Interquartile range (IQR) | 0.196359982 |
Descriptive statistics
| Standard deviation | 0.1884903004 |
|---|---|
| Coefficient of variation (CV) | 0.5734211982 |
| Kurtosis | 2.09307436 |
| Mean | 0.3287117759 |
| Median Absolute Deviation (MAD) | 0.09187153397 |
| Skewness | 1.49479586 |
| Sum | 505.887423 |
| Variance | 0.03552859334 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 13 | 0.8% |
| 0.8571428571 | 5 | 0.3% |
| 0.75 | 4 | 0.3% |
| 0.8333333333 | 4 | 0.3% |
| 0.6666666667 | 4 | 0.3% |
| 0.8 | 3 | 0.2% |
| 0.5 | 3 | 0.2% |
| 0.875 | 3 | 0.2% |
| 0.5714285714 | 3 | 0.2% |
| 0.4166666667 | 3 | 0.2% |
| Other values (1486) | 1494 |
| Value | Count | Frequency (%) |
| 0.0429477794 | 1 | |
| 0.05198776758 | 1 | |
| 0.05231037489 | 1 | |
| 0.06612576065 | 1 | |
| 0.07572335921 | 1 |
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 0.9900990099 | 1 | 0.1% |
| 0.9758064516 | 1 | 0.1% |
| 0.9703947368 | 1 | 0.1% |
| 0.9557522124 | 1 | 0.1% |
roomamtX
Real number (ℝ≥0)
| Distinct | 1093 |
|---|---|
| Distinct (%) | 71.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6072.890838 |
|---|---|
| Minimum | 0 |
| Maximum | 16675 |
| Zeros | 5 |
| Zeros (%) | 0.3% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2909 |
| Q1 | 4696 |
| median | 5880 |
| Q3 | 7385 |
| 95-th percentile | 9616 |
| Maximum | 16675 |
| Range | 16675 |
| Interquartile range (IQR) | 2689 |
Descriptive statistics
| Standard deviation | 2128.264602 |
|---|---|
| Coefficient of variation (CV) | 0.3504532945 |
| Kurtosis | 1.428709871 |
| Mean | 6072.890838 |
| Median Absolute Deviation (MAD) | 1344 |
| Skewness | 0.5691028581 |
| Sum | 9346179 |
| Variance | 4529510.214 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5400 | 11 | 0.7% |
| 4800 | 10 | 0.6% |
| 5000 | 10 | 0.6% |
| 4500 | 9 | 0.6% |
| 4200 | 9 | 0.6% |
| 6600 | 9 | 0.6% |
| 5200 | 9 | 0.6% |
| 6000 | 8 | 0.5% |
| 2400 | 8 | 0.5% |
| 6180 | 8 | 0.5% |
| Other values (1083) | 1448 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 460 | 1 | 0.1% |
| 950 | 1 | 0.1% |
| 1000 | 1 | 0.1% |
| 1200 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 16675 | 1 | |
| 16115 | 1 | |
| 15300 | 1 | |
| 15000 | 2 | |
| 14594 | 1 |
boardamtX
Real number (ℝ≥0)
| Distinct | 986 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4404.346979 |
|---|---|
| Minimum | 0 |
| Maximum | 8965 |
| Zeros | 6 |
| Zeros (%) | 0.4% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2199.24 |
| Q1 | 3620 |
| median | 4396 |
| Q3 | 5242.5 |
| 95-th percentile | 6446.84 |
| Maximum | 8965 |
| Range | 8965 |
| Interquartile range (IQR) | 1622.5 |
Descriptive statistics
| Standard deviation | 1301.414316 |
|---|---|
| Coefficient of variation (CV) | 0.2954840574 |
| Kurtosis | 0.5323868277 |
| Mean | 4404.346979 |
| Median Absolute Deviation (MAD) | 804 |
| Skewness | -0.2210720052 |
| Sum | 6778290 |
| Variance | 1693679.221 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3000 | 13 | 0.8% |
| 5100 | 13 | 0.8% |
| 4000 | 13 | 0.8% |
| 3600 | 11 | 0.7% |
| 3200 | 9 | 0.6% |
| 2000 | 8 | 0.5% |
| 3700 | 8 | 0.5% |
| 4400 | 8 | 0.5% |
| 4600 | 8 | 0.5% |
| 3800 | 8 | 0.5% |
| Other values (976) | 1440 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 480 | 1 | 0.1% |
| 490 | 1 | 0.1% |
| 556 | 1 | 0.1% |
| 600 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8965 | 1 | |
| 8480 | 1 | |
| 8330 | 1 | |
| 8210 | 1 | |
| 8038 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| unitid | instnm | stabbr | sector | iclevel | control | locale | instcat | c15basic | instsize | longitud | latitude | roomcap | applfeeu | applcn | admssn | enrlft | enrlt | alloncam | accept | yield | roomamtX | boardamtX | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 100654 | Alabama A & M University | AL | Public, 4-year or above | Four or more years | Public | City: Midsize | Degree-granting, primarily baccalaureate or above | Master^s Colleges & Universities: Larger Programs | 5,000 - 9,999 | -86.568504 | 34.783367 | 2614.0 | 30.0 | 8610.0 | 7772.0 | 1288.0 | 1294.0 | 2. No | 0.902671 | 0.166495 | 5400.0 | 3620.0 |
| 1 | 100663 | University of Alabama at Birmingham | AL | Public, 4-year or above | Four or more years | Public | City: Midsize | Degree-granting, primarily baccalaureate or above | Doctoral Universities: Highest Research Activity | 20,000 and above | -86.799347 | 33.505695 | 2785.0 | 30.0 | 7555.0 | 6936.0 | 2228.0 | 2299.0 | 2. No | 0.918068 | 0.331459 | 7532.0 | 4150.0 |
| 2 | 100706 | University of Alabama in Huntsville | AL | Public, 4-year or above | Four or more years | Public | City: Midsize | Degree-granting, primarily baccalaureate or above | Doctoral Universities: Higher Research Activity | 5,000 - 9,999 | -86.640450 | 34.724556 | 1652.0 | 30.0 | 4454.0 | 3618.0 | 1341.0 | 1352.0 | 2. No | 0.812304 | 0.373687 | 5848.8 | 3899.2 |
| 3 | 100724 | Alabama State University | AL | Public, 4-year or above | Four or more years | Public | City: Midsize | Degree-granting, primarily baccalaureate or above | Master^s Colleges & Universities: Medium Programs | 1,000 - 4,999 | -86.295677 | 32.364319 | 2491.0 | 25.0 | 6842.0 | 6696.0 | 951.0 | 967.0 | 2. No | 0.978661 | 0.144415 | 3346.0 | 2076.0 |
| 4 | 100751 | The University of Alabama | AL | Public, 4-year or above | Four or more years | Public | City: Small | Degree-granting, primarily baccalaureate or above | Doctoral Universities: Higher Research Activity | 20,000 and above | -87.545975 | 33.211876 | 8449.0 | 40.0 | 38129.0 | 20321.0 | 7385.0 | 7407.0 | 2. No | 0.532954 | 0.364500 | 5750.0 | 3674.0 |
| 5 | 100830 | Auburn University at Montgomery | AL | Public, 4-year or above | Four or more years | Public | City: Midsize | Degree-granting, primarily baccalaureate or above | Master^s Colleges & Universities: Larger Programs | 1,000 - 4,999 | -86.177544 | 32.367359 | 1200.0 | 0.0 | 2454.0 | 2022.0 | 627.0 | 652.0 | 2. No | 0.823961 | 0.322453 | 4580.0 | 2400.0 |
| 6 | 100858 | Auburn University | AL | Public, 4-year or above | Four or more years | Public | City: Small | Degree-granting, primarily baccalaureate or above | Doctoral Universities: Higher Research Activity | 20,000 and above | -85.488258 | 32.599377 | 4737.0 | 50.0 | 18072.0 | 15168.0 | 4771.0 | 4836.0 | 2. No | 0.839309 | 0.318829 | 7860.0 | 5472.0 |
| 7 | 100937 | Birmingham Southern College | AL | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | City: Midsize | Degree-granting, primarily baccalaureate or above | Baccalaureate Colleges: Arts & Sciences Focus | 1,000 - 4,999 | -86.850555 | 33.513775 | 1597.0 | 50.0 | 2559.0 | 1583.0 | 349.0 | 349.0 | 2. No | 0.618601 | 0.220467 | 7410.0 | 4940.0 |
| 8 | 101189 | Faulkner University | AL | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | City: Midsize | Degree-granting, primarily baccalaureate or above | Master^s Colleges & Universities: Small Programs | 1,000 - 4,999 | -86.216408 | 32.384182 | 704.0 | 25.0 | 2335.0 | 1191.0 | 311.0 | 333.0 | 2. No | 0.510064 | 0.279597 | 3500.0 | 3900.0 |
| 9 | 101435 | Huntingdon College | AL | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | City: Midsize | Degree-granting, primarily baccalaureate or above | Baccalaureate Colleges: Diverse Fields | 1,000 - 4,999 | -86.284363 | 32.351032 | 629.0 | 0.0 | 2074.0 | 1161.0 | 294.0 | 294.0 | 2. No | 0.559788 | 0.253230 | 5700.0 | 3800.0 |
Last rows
| unitid | instnm | stabbr | sector | iclevel | control | locale | instcat | c15basic | instsize | longitud | latitude | roomcap | applfeeu | applcn | admssn | enrlft | enrlt | alloncam | accept | yield | roomamtX | boardamtX | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1529 | 488314 | Beth Medrash of Asbury Park | NJ | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | Suburb: Large | Degree-granting, primarily baccalaureate or above | Not applicable, not in Carnegie universe (not accredited or nondegree-granting) | Under 1,000 | -74.210815 | 40.043705 | 60.0 | 0.0 | 30.0 | 26.0 | 23.0 | 23.0 | 2. No | 0.866667 | 0.884615 | 1770.0 | 1180.0 |
| 1530 | 488350 | Yeshiva Gedolah Shaarei Shmuel | NJ | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | City: Small | Degree-granting, primarily baccalaureate or above | Not applicable, not in Carnegie universe (not accredited or nondegree-granting) | Under 1,000 | -74.197594 | 40.091000 | 90.0 | 0.0 | 100.0 | 36.0 | 27.0 | 27.0 | 1. Yes | 0.360000 | 0.750000 | 1386.0 | 924.0 |
| 1531 | 488785 | University of Saint Katherine | CA | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | Suburb: Large | Degree-granting, primarily baccalaureate or above | Not applicable, not in Carnegie universe (not accredited or nondegree-granting) | Under 1,000 | -117.196548 | 33.151283 | 55.0 | 20.0 | 76.0 | 28.0 | 16.0 | 16.0 | 2. No | 0.368421 | 0.571429 | 9000.0 | 3600.0 |
| 1532 | 488819 | The Colburn Conservatory of Music | CA | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | City: Large | Degree-granting, primarily baccalaureate or above | Not applicable, not in Carnegie universe (not accredited or nondegree-granting) | Under 1,000 | -118.249840 | 34.054070 | 150.0 | 120.0 | 287.0 | 18.0 | 18.0 | 18.0 | 2. No | 0.062718 | 1.000000 | 12360.0 | 5879.0 |
| 1533 | 489937 | Piedmont International University | NC | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | City: Midsize | Degree-granting, primarily baccalaureate or above | Special Focus Four-Year: Faith-Related Institutions | Under 1,000 | -80.250153 | 36.087963 | 185.0 | 39.0 | 256.0 | 93.0 | 64.0 | 65.0 | 2. No | 0.363281 | 0.698925 | 4310.4 | 2873.6 |
| 1534 | 490319 | Yeshiva Bais Aharon | NJ | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | City: Small | Degree-granting, primarily baccalaureate or above | Not applicable, not in Carnegie universe (not accredited or nondegree-granting) | Under 1,000 | -74.203094 | 40.101002 | 50.0 | 0.0 | 23.0 | 18.0 | 13.0 | 13.0 | 2. No | 0.782609 | 0.722222 | 1400.0 | 700.0 |
| 1535 | 490504 | Yeshiva Ohr Naftoli | NY | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | Suburb: Large | Degree-granting, not primarily baccalaureate or above | Not applicable, not in Carnegie universe (not accredited or nondegree-granting) | Under 1,000 | -74.046288 | 41.456985 | 100.0 | 100.0 | 15.0 | 15.0 | 11.0 | 11.0 | 1. Yes | 1.000000 | 0.733333 | 2820.0 | 1880.0 |
| 1536 | 490513 | Bais Medrash Mayan Hatorah | NJ | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | City: Small | Degree-granting, primarily baccalaureate or above | Not applicable, not in Carnegie universe (not accredited or nondegree-granting) | Under 1,000 | -74.204330 | 40.107414 | 69.0 | 0.0 | 30.0 | 25.0 | 21.0 | 21.0 | 2. No | 0.833333 | 0.840000 | 1680.0 | 1120.0 |
| 1537 | 490805 | Purdue University Northwest | IN | Public, 4-year or above | Four or more years | Public | Suburb: Large | Degree-granting, primarily baccalaureate or above | Master^s Colleges & Universities: Larger Programs | 10,000 - 19,999 | -87.474236 | 41.584324 | 744.0 | 25.0 | 4136.0 | 1434.0 | 1070.0 | 1125.0 | 2. No | 0.346712 | 0.784519 | 5595.0 | 2238.0 |
| 1538 | 491057 | Yeshiva Kollel Tifereth Elizer | NY | Private not-for-profit, 4-year or above | Four or more years | Private not-for-profit | City: Large | Degree-granting, primarily baccalaureate or above | Not applicable, not in Carnegie universe (not accredited or nondegree-granting) | Under 1,000 | -73.992172 | 40.637096 | 28.0 | 0.0 | 15.0 | 14.0 | 12.0 | 12.0 | 2. No | 0.933333 | 0.857143 | 2000.0 | 3000.0 |